Exploratory Data Analysis
spacering-net/codeg
Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats.
Guide the R Weekly curation team through preparing a new weekly issue.
Install Curate
$ npx skills add rweekly/rweekly.org --skill curate -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install rweekly/rweekly.org curate --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/rweekly/rweekly.org.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/curate .claude/skills/curate && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "curate" agent skill from https://github.com/rweekly/rweekly.org/tree/gh-pages/.claude/skills/curate into .claude/skills/curate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "curate", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/rweekly/rweekly.org/tree/gh-pages/.claude/skills/curateType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add rweekly/rweekly.org --skill curate -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install rweekly/rweekly.org curate --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/rweekly/rweekly.org.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/curate .agents/skills/curate && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "curate" agent skill from https://github.com/rweekly/rweekly.org/tree/gh-pages/.claude/skills/curate into .agents/skills/curate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "curate", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add rweekly/rweekly.org --skill curate -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install rweekly/rweekly.org curate --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/rweekly/rweekly.org.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/curate .cursor/skills/curate && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "curate" agent skill from https://github.com/rweekly/rweekly.org/tree/gh-pages/.claude/skills/curate into .cursor/skills/curate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "curate", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/rweekly/rweekly.org.git --path .claude/skills/curate--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add rweekly/rweekly.org --skill curate -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install rweekly/rweekly.org curate --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/rweekly/rweekly.org.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/curate .gemini/skills/curate && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "curate" agent skill from https://github.com/rweekly/rweekly.org/tree/gh-pages/.claude/skills/curate into .gemini/skills/curate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "curate", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install rweekly/rweekly.org curateInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add rweekly/rweekly.org --skill curate -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/rweekly/rweekly.org.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/curate .github/skills/curate && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "curate" agent skill from https://github.com/rweekly/rweekly.org/tree/gh-pages/.claude/skills/curate into .github/skills/curate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "curate", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add rweekly/rweekly.org --skill curate -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install rweekly/rweekly.org curate --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/rweekly/rweekly.org.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/curate .opencode/skills/curate && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "curate" agent skill from https://github.com/rweekly/rweekly.org/tree/gh-pages/.claude/skills/curate into .opencode/skills/curate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "curate", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
curate- GitHub stars
- 826
- Token cost
- ~1.8k tokens
- SKILL.md length
- 741 words
- Files
- 1
- Skills in repo
- 5
- Repo updated
- First seen
- Licence
- None found
At a glance
Guide the R Weekly curation team through preparing a new weekly issue.
- Works in 3 steps: Is it R-related? Fetch and read the… → Is it already in the draft or flagged as… → Which section does it belong to?
- An editor wants to process the weekly content pipeline
- SKILL.md covers Live Context and Your Task
- Calls curl, npx and gh; reaches r.jina.ai and defuddle.md; needs OPENAI_API_KEY
What it does
Curate is an agent skill from rweekly/rweekly.org. Guide the R Weekly curation team through preparing a new weekly issue. Reads curatinatorlatest.md, classifies posts by section, checks for duplicates, and populates draft.md. Use when an editor wants to process the weekly content pipeline.
Its SKILL.md is about 1.8k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Data & Analytics.
When your agent uses it
- An editor wants to process the weekly content pipeline
Example prompts
- “/curate”
Requirements
- Node.js
- A credential in OPENAI_API_KEY
- Pre-approved tools (allowed-tools): Read, Edit, Bash, Grep, WebFetch
Workflow steps
3 steps, taken from the first numbered list in SKILL.md.
- Is it R-related? Fetch and read the actual page content for every item before deciding — do not infer relatedness from the title, author…
- Is it already in the draft or flagged as a duplicate? If so, skip it.
- Which section does it belong to?
What it can do on your machine
Read from SKILL.md and the folder at commit 72b2735. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
ReadEditBashGrepWebFetch
From allowed-tools in the SKILL.md frontmatter.
Runs code
Shell commands in SKILL.md call:
curlnpxgh
From the folder's file list and the shell code blocks in SKILL.md.
Network
Hosts in commands or code, which the agent is likely to contact:
r.jina.aidefuddle.mdcranlogs.r-pkg.orgcran.r-project.orgdiffify.comraw.githubusercontent.com
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names these keys or tokens, usually read from environment variables:
OPENAI_API_KEY
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Curate loads about 1.8k tokens when it runs. Until then it costs about 62 tokens; SKILL.md has 741 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check: notes
The automated check noted patterns worth knowing about, such as sudo or a known installer.
- NotePre-approves every shell command (allowed-tools: Bash)SKILL.md
allowed-tools: Read, Edit, Bash, Grep, WebFetch
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 741 words (~1,752 tokens).
“You are helping the R Weekly curation team prepare the weekly issue. Work through the candidate content from curatinator_latest.md and populate draft.md.”
- name
- curate
- allowed-tools
- Read, Edit, Bash, Grep, WebFetch
- disable-model-invocation
- true
Files
Just SKILL.md in .claude/skills/curate of rweekly/rweekly.org.
Open the folder on GitHubat commit 72b2735
Compare with similar skills
Curate next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Curate this skillrweekly/rweekly.org | 826 | — | ~1.8k | Automated safety check: Notes | None | |
| Exploratory Data Analysisspacering-net/codeg | 3.8k | 15 repos | ~3.6k | Automated safety check: Pass | MIT | |
| MatplotlibzLanqing/codex-claude-academic-skills | 4.6k | 18 repos | ~2.9k | Automated safety check: Pass | MIT | |
| Scikit LearnzLanqing/codex-claude-academic-skills | 4.6k | 17 repos | ~3.9k | Automated safety check: Pass | BSD-3-Clause | |
| Chart Visualizationbytedance/deer-flow | 83k | 2 repos | ~840 | Automated safety check: Pass | MIT | |
| TimesFM Forecastinggoogle-research/timesfm | 34k | — | ~4.7k | Automated safety check: Pass | Apache-2.0 |
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Related
Categories
Questions about Curate
What does Curate do?
Guide the R Weekly curation team through preparing a new weekly issue. org. Guide the R Weekly curation team through preparing a new weekly issue.
When should I use Curate?
Curate fits situations like: an editor wants to process the weekly content pipeline.
How do I install Curate in Claude Code?
Run `npx skills add rweekly/rweekly.org --skill curate -a claude-code`. Or copy the skill folder (.claude/skills/curate in rweekly/rweekly.org) into .claude/skills/curate in your project. Claude Code loads it when a task matches its description.
How do I install Curate in Codex?
Run `npx skills add rweekly/rweekly.org --skill curate -a codex`. Or copy the skill folder (.claude/skills/curate in rweekly/rweekly.org) into .agents/skills/curate in your project. Codex loads it when a task matches its description.
Can I use Curate in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add rweekly/rweekly.org --skill curate -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/curate, .gemini/skills/curate, .github/skills/curate and .opencode/skills/curate in your project.
What does Curate need to run?
Going by SKILL.md and its folder, Curate needs the command-line tools its instructions call (curl, npx and gh) and credentials named OPENAI_API_KEY. Our summary lists: Node.js; A credential in OPENAI_API_KEY. Its frontmatter pre-approves these tools: Read, Edit, Bash, Grep, WebFetch.
Does Curate access the network?
SKILL.md names 6 domains. In commands or code: r.jina.ai, defuddle.md, cranlogs.r-pkg.org, cran.r-project.org, diffify.com and raw.githubusercontent.com; the agent is likely to contact these when it follows the instructions. This is read from the text; nothing was executed.
Is Curate safe to install?
Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
What licence does Curate use?
No licence was found for Curate or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Curate use?
About 1.8k tokens (SKILL.md is roughly 7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Curate?
Skills that share tags, products or a category with Curate: Exploratory Data Analysis (spacering-net/codeg, 3.8k stars), Matplotlib (zLanqing/codex-claude-academic-skills, 4.6k stars), Scikit Learn (zLanqing/codex-claude-academic-skills, 4.6k stars) and Chart Visualization (bytedance/deer-flow, 83k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Curate?
rweekly (a GitHub organization) maintains it in rweekly/rweekly.org, which has 826 GitHub stars. The repository holds 5 skills in this directory. The repository was last updated on October 5, 2026.
Source: rweekly/rweekly.org on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.